Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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F2FCC449-3487-474C-82A6-8F2ED71E41BC

17479112-9f26-5ad7-a211-1e22b796f546

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.441
  • PROTEIN_SECRETION+0.432
  • DNA_REPAIR+0.319
  • CHOLESTEROL_HOMEOSTASIS+0.312
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.278
  • FATTY_ACID_METABOLISM+0.274
  • MTORC1_SIGNALING+0.273
  • ADIPOGENESIS+0.264
  • HEME_METABOLISM+0.239
  • UV_RESPONSE_UP+0.230

Top 10 suppressed

  • ANGIOGENESIS-0.381
  • IL6_JAK_STAT3_SIGNALING-0.354
  • KRAS_SIGNALING_DN-0.310
  • ALLOGRAFT_REJECTION-0.272
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.269
  • PANCREAS_BETA_CELLS-0.253
  • SPERMATOGENESIS-0.219
  • COAGULATION-0.189
  • TNFA_SIGNALING_VIA_NFKB-0.184
  • INTERFERON_GAMMA_RESPONSE-0.180

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1053
mng-umap@100
0.833
2A0DA6087-9D43-41F9-8569-9F9320E4A9E8
brain-umap@2
0.829
382956
medullo-epn-umap@date-based
EPNSupratentorial EPN0.828
4MNG434
mng-umap@100
0.824
5SJEPD030060_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.823
6MNG587
mng-umap@100
0.805
7EA6A086B-F655-47E8-9E70-8A2D36FC2AE1
brain-umap@2
0.802
856D3154E-E779-4C27-8305-FEE7310B6762
brain-umap@2
0.799
9SJEPD030784_D1.RNA-Seq
medullo-epn-umap@date-based
EPNMyxopapillary EPN0.798
10C6096E12-D8A9-4B89-A9E4-4DA93E1FD861
brain-umap@2
0.796